Soros Fund Management
Team Overview
We are seeking an
AI Orchestration Engineer
to work closely with portfolio managers, analysts, and researchers to design and optimize AI-driven workflows that enhance decision-making and investment processes. You will scope use cases, configure and test solutions, and iteratively refine them based on stakeholder feedback to deliver clear, actionable insights. This role will focus on high-impact applications such as market intelligence synthesis and context management for large datasets. Examples projects include tonal analysis of earnings calls or summarization of Bloomberg IB chats. Success requires the ability to translate nuanced research questions into practical workflows that are both effective and seamlessly embedded in daily investment processes. To excel, you must combine strong problem-solving skills with fluency in modern AI orchestration frameworks and the judgment to select the right approachwhether configuring prompts, tuning retrieval strategies, or leveraging third-party tools. A collaborative mindset and clear technical communication are essential. Major Responsibilities
Partner with portfolio managers and analysts to identify opportunities where AI workflows can enhance research, operations, and decision making. Configure and adapt orchestration frameworks such as LangChain, LangGraph, Bedrock, and OpenSearch to facilitate advanced orchestration patterns. Test problem-specific techniques to circumvent the context windows token cap, such as sequential chunking or pre-processing RAG data sets. Define model guardrails, engineer prompts, and refine context management strategies. Optimize OpenSearch settings per data set (text enrichment, pre-processing, vector encoding, and retrieval strategies) to improve performance for nuanced queries and big data. Provide detailed documentation for each solution, develop best practices, and share knowledge across teams. Stay current with advances in LLM orchestration and RAG techniques. What We Value
Bachelors degree in computer science, engineering, or related field. 2-5 years of relevant experience on the job or in a specialized graduate program. Proficiency with
LLM orchestration frameworks , especially regarding context management strategies. Experience configuring
model guardrails, engineering prompts, and fine-tuning. Hands-on experience with
text enrichment, embedding, and retrieval strategies
in vector databases such as OpenSearch. Strong Python skills for workflow configuration and automation. Excellent communication skills with demonstrated ability to partner with non-technical stakeholders. We anticipate the base salary of this role to be between $150,000-200,000. In addition to a base salary, the successful candidate will also be eligible to receive a discretionary year-end bonus. In all respects, candidates need to reflect the following SFM core values: Smart risk-taking // Owners Mindset // Teamwork // Humility // Integrity Apply for this job
* indicates a required field First Name * Last Name * Email * Phone Country * Phone * Location (City) Resume/CV * Enter manually Accepted file types: pdf, doc, docx, txt, rtf Enter manually Accepted file types: pdf, doc, docx, txt, rtf Education School * Select... Degree * Select... Select... Select... Start date year * End date month Select... End date year * LinkedIn Profile Website I would like to receive updates from a recruiter about this job via SMS * Select... If not already located in the NYC area, are you willing to relocate? * Select... Are you willing to work in office 4 days per week? * Select... This role requires employees to be onsite 4 days per week, with 1 permitted remote day per week Are you legally authorized to work in the US? * Select... Will you now or in the future require visa sponsorship to work in the US? * Select... U.S. Standard Demographic Questions
We invite applicants to share their demographic background. If you choose to complete this survey, your responses may be used to identify areas of improvement in our hiring process. How would you describe your gender identity? (mark all that apply) Select... How would you describe your racial/ethnic background? (mark all that apply) Select... How would you describe your sexual orientation? (mark all that apply) Select... Do you identify as transgender? Select... Do you have a disability or chronic condition (physical, visual, auditory, cognitive, mental, emotional, or other) that substantially limits one or more of your major life activities, including mobility, communication (seeing, hearing, speaking), and learning? Select... Are you a veteran or active member of the United States Armed Forces? Select... #J-18808-Ljbffr
We are seeking an
AI Orchestration Engineer
to work closely with portfolio managers, analysts, and researchers to design and optimize AI-driven workflows that enhance decision-making and investment processes. You will scope use cases, configure and test solutions, and iteratively refine them based on stakeholder feedback to deliver clear, actionable insights. This role will focus on high-impact applications such as market intelligence synthesis and context management for large datasets. Examples projects include tonal analysis of earnings calls or summarization of Bloomberg IB chats. Success requires the ability to translate nuanced research questions into practical workflows that are both effective and seamlessly embedded in daily investment processes. To excel, you must combine strong problem-solving skills with fluency in modern AI orchestration frameworks and the judgment to select the right approachwhether configuring prompts, tuning retrieval strategies, or leveraging third-party tools. A collaborative mindset and clear technical communication are essential. Major Responsibilities
Partner with portfolio managers and analysts to identify opportunities where AI workflows can enhance research, operations, and decision making. Configure and adapt orchestration frameworks such as LangChain, LangGraph, Bedrock, and OpenSearch to facilitate advanced orchestration patterns. Test problem-specific techniques to circumvent the context windows token cap, such as sequential chunking or pre-processing RAG data sets. Define model guardrails, engineer prompts, and refine context management strategies. Optimize OpenSearch settings per data set (text enrichment, pre-processing, vector encoding, and retrieval strategies) to improve performance for nuanced queries and big data. Provide detailed documentation for each solution, develop best practices, and share knowledge across teams. Stay current with advances in LLM orchestration and RAG techniques. What We Value
Bachelors degree in computer science, engineering, or related field. 2-5 years of relevant experience on the job or in a specialized graduate program. Proficiency with
LLM orchestration frameworks , especially regarding context management strategies. Experience configuring
model guardrails, engineering prompts, and fine-tuning. Hands-on experience with
text enrichment, embedding, and retrieval strategies
in vector databases such as OpenSearch. Strong Python skills for workflow configuration and automation. Excellent communication skills with demonstrated ability to partner with non-technical stakeholders. We anticipate the base salary of this role to be between $150,000-200,000. In addition to a base salary, the successful candidate will also be eligible to receive a discretionary year-end bonus. In all respects, candidates need to reflect the following SFM core values: Smart risk-taking // Owners Mindset // Teamwork // Humility // Integrity Apply for this job
* indicates a required field First Name * Last Name * Email * Phone Country * Phone * Location (City) Resume/CV * Enter manually Accepted file types: pdf, doc, docx, txt, rtf Enter manually Accepted file types: pdf, doc, docx, txt, rtf Education School * Select... Degree * Select... Select... Select... Start date year * End date month Select... End date year * LinkedIn Profile Website I would like to receive updates from a recruiter about this job via SMS * Select... If not already located in the NYC area, are you willing to relocate? * Select... Are you willing to work in office 4 days per week? * Select... This role requires employees to be onsite 4 days per week, with 1 permitted remote day per week Are you legally authorized to work in the US? * Select... Will you now or in the future require visa sponsorship to work in the US? * Select... U.S. Standard Demographic Questions
We invite applicants to share their demographic background. If you choose to complete this survey, your responses may be used to identify areas of improvement in our hiring process. How would you describe your gender identity? (mark all that apply) Select... How would you describe your racial/ethnic background? (mark all that apply) Select... How would you describe your sexual orientation? (mark all that apply) Select... Do you identify as transgender? Select... Do you have a disability or chronic condition (physical, visual, auditory, cognitive, mental, emotional, or other) that substantially limits one or more of your major life activities, including mobility, communication (seeing, hearing, speaking), and learning? Select... Are you a veteran or active member of the United States Armed Forces? Select... #J-18808-Ljbffr